My Bibliography

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Xu R, Bode L, Geva A, Mandl KD, McMurry AJ. Accuracy of ICD-10 Codes for Suicidal Ideation and Action in Pediatric Emergency Department Encounters. Pediatr Emerg Care. 2025 May 1;41(5):378-382. doi: 10.1097/PEC.0000000000003328. Epub 2025 Apr 30. PubMed PMID: 39730147; PubMed Central PMCID: PMC12445346.

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Sanchez-Pinto LN, Daniels LA, Atreya M, Faustino EVS, Farris RWD, Geva A, Khemani RG, Rogerson C, Shah SS, Weiss SL, Bennett TD. Phoenix Sepsis Criteria in Critically Ill Children: Retrospective Validation Using a United States Nine-Center Dataset, 2012-2018. Pediatr Crit Care Med. 2025 Feb 1;26(2):e155-e165. doi: 10.1097/PCC.0000000000003675. Epub 2025 Feb 6. PubMed PMID: 39982153; PubMed Central PMCID: PMC11792981.

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Yang Y, Becla K, Kennedy H, Eder K, Akhondi-Asl A, Mehta NM, Geva A. Using Implementation Science to Assess Barriers to Agreement on Sedation Goal Setting and Assessment. Pediatr Crit Care Med. 2025 Jan 1;26(1):e51-e61. doi: 10.1097/PCC.0000000000003643. Epub 2025 Jan 9. PubMed PMID: 39785550.

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Li M, Li X, Pan K, Geva A, Yang D, Sweet SM, Bonzel CL, Ayakulangara Panickan V, Xiong X, Mandl K, Cai T. Multisource representation learning for pediatric knowledge extraction from electronic health records. NPJ Digit Med. 2024 Nov 13;7(1):319. doi: 10.1038/s41746-024-01320-4. PubMed PMID: 39533050; PubMed Central PMCID: PMC11558010.

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Mayourian J, van Boxtel JPA, Sleeper LA, Diwanji V, Geva A, O'Leary ET, Triedman JK, Ghelani SJ, Wald RM, Valente AM, Geva T. Electrocardiogram-Based Deep Learning to Predict Mortality in Repaired Tetralogy of Fallot. JACC Clin Electrophysiol. 2024 Dec;10(12):2600-2612. doi: 10.1016/j.jacep.2024.07.015. Epub 2024 Sep 18. PubMed PMID: 39297841.

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Mayourian J, Sleeper LA, Lee JH, Lu M, Geva A, Mulder B, Babu-Narayan SV, Wald RM, Sompolinsky T, Valente AM, Geva T. Development and Validation of a Mortality Risk Score for Repaired Tetralogy of Fallot. J Am Heart Assoc. 2024 Jun 18;13(12):e034871. doi: 10.1161/JAHA.123.034871. Epub 2024 Jun 11. PubMed PMID: 38860401; PubMed Central PMCID: PMC11255736.

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Geva A, Daniel DA, Akhondi-Asl A. Using the Past to Inform the Future: How a Classic Respiratory Physiology Equation Informs Computer-Based Simulators and Clinical Decision Support Systems. Pediatr Crit Care Med. 2024 May 1;25(5):466-468. doi: 10.1097/PCC.0000000000003484. Epub 2024 May 2. PubMed PMID: 38695695.

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McMurry AJ, Zipursky AR, Geva A, Olson KL, Jones JR, Ignatov V, Miller TA, Mandl KD. Moving Biosurveillance Beyond Coded Data Using AI for Symptom Detection From Physician Notes: Retrospective Cohort Study. J Med Internet Res. 2024 Apr 4;26:e53367. doi: 10.2196/53367. PubMed PMID: 38573752; PubMed Central PMCID: PMC11027052.

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Atreya MR, Bennett TD, Geva A, Faustino EVS, Rogerson CM, Lutfi R, Cvijanovich NZ, Bigham MT, Nowak J, Schwarz AJ, Baines T, Haileselassie B, Thomas NJ, Luo Y, Sanchez-Pinto LN. Biomarker Assessment of a High-Risk, Data-Driven Pediatric Sepsis Phenotype Characterized by Persistent Hypoxemia, Encephalopathy, and Shock. Pediatr Crit Care Med. 2024 Jun 1;25(6):512-517. doi: 10.1097/PCC.0000000000003499. Epub 2024 Mar 11. PubMed PMID: 38465952; PubMed Central PMCID: PMC11153020.

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Akhondi-Asl A, Yang Y, Luchette M, Burns JP, Mehta NM, Geva A. Comparing the Quality of Domain-Specific Versus General Language Models for Artificial Intelligence-Generated Differential Diagnoses in PICU Patients. Pediatr Crit Care Med. 2024 Jun 1;25(6):e273-e282. doi: 10.1097/PCC.0000000000003468. Epub 2024 Feb 8. PubMed PMID: 38329382.

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Akhondi-Asl A, Geva A, Burns JP, Mehta NM. Dynamic Prediction of Mortality Using Longitudinally Measured Pediatric Sequential Organ Failure Assessment Scores: A Joint Modeling Approach. Pediatr Crit Care Med. 2024 May 1;25(5):443-451. doi: 10.1097/PCC.0000000000003457. Epub 2024 Feb 7. PubMed PMID: 38695693.

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Akhondi-Asl A, Luchette M, Mehta NM, Geva A. Automated Calculator for the Pediatric Sequential Organ Failure Assessment Score: Development and External Validation in a Single-Center 7-Year Cohort, 2015-2021. Pediatr Crit Care Med. 2024 May 1;25(5):434-442. doi: 10.1097/PCC.0000000000003458. Epub 2024 Feb 7. PubMed PMID: 38695692.

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Zipursky AR, Olson KL, Bode L, Geva A, Jones J, Mandl KD, McMurry A. Emergency department visits and boarding for pediatric patients with suicidality before and during the COVID-19 pandemic. PLoS One. 2023;18(11):e0286035. doi: 10.1371/journal.pone.0286035. eCollection 2023. PubMed PMID: 37910582; PubMed Central PMCID: PMC10619773.

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Wösten-van Asperen RM, la Roi-Teeuw HM, van Amstel RB, Bos LD, Tissing WJ, Jordan I, Dohna-Schwake C, Bottari G, Pappachan J, Crazzolara R, Comoretto RI, Mizia-Malarz A, Moscatelli A, Sánchez-Martín M, Willems J, Rogerson CM, Bennett TD, Luo Y, Atreya MR, Faustino EVS, Geva A, Weiss SL, Schlapbach LJ, Sanchez-Pinto LN. Distinct clinical phenotypes in paediatric cancer patients with sepsis are associated with different outcomes-an international multicentre retrospective study. EClinicalMedicine. 2023 Nov;65:102252. doi: 10.1016/j.eclinm.2023.102252. eCollection 2023 Nov. PubMed PMID: 37842550; PubMed Central PMCID: PMC10570699.

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Wang L, Zipursky AR, Geva A, McMurry AJ, Mandl KD, Miller TA. A computable case definition for patients with SARS-CoV2 testing that occurred outside the hospital. JAMIA Open. 2023 Oct;6(3):ooad047. doi: 10.1093/jamiaopen/ooad047. eCollection 2023 Oct. PubMed PMID: 37425487; PubMed Central PMCID: PMC10322650.

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Sanchez-Pinto LN, Bennett TD, Stroup EK, Luo Y, Atreya M, Bubeck Wardenburg J, Chong G, Geva A, Faustino EVS, Farris RW, Hall MW, Rogerson C, Shah SS, Weiss SL, Khemani RG. Derivation, Validation, and Clinical Relevance of a Pediatric Sepsis Phenotype With Persistent Hypoxemia, Encephalopathy, and Shock. Pediatr Crit Care Med. 2023 Oct 1;24(10):795-806. doi: 10.1097/PCC.0000000000003292. Epub 2023 Jun 5. PubMed PMID: 37272946; PubMed Central PMCID: PMC10540758.

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LaRovere KL, Luchette M, Akhondi-Asl A, DeSouza BJ, Tasker RC, Mehta NM, Geva A. Heart Rate Change as a Potential Digital Biomarker of Brain Death in Critically Ill Children With Acute Catastrophic Brain Injury. Crit Care Explor. 2023 May;5(5):e0908. doi: 10.1097/CCE.0000000000000908. eCollection 2023 May. PubMed PMID: 37151893; PubMed Central PMCID: PMC10158912.

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Geva A, Akhondi-Asl A, Mehta NM. Validation and Extension of the Association Between Potentially Excess Oxygen Exposure and Death in Mechanically Ventilated Children. Pediatr Crit Care Med. 2023 Sep 1;24(9):e434-e440. doi: 10.1097/PCC.0000000000003261. Epub 2023 Apr 21. PubMed PMID: 37668503.

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Prince RD, Blumenthal JA, Geva A. Examining the Evidence for Escalating Antimicrobial Regimens in Febrile Oncology and Hematopoietic Stem Cell Transplant Patients Admitted to the PICU: An Observational Study. Pediatr Crit Care Med. 2023 Jun 1;24(6):e292-e296. doi: 10.1097/PCC.0000000000003238. Epub 2023 Apr 10. PubMed PMID: 37036203.

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Nogues IE, Wen J, Lin Y, Liu M, Tedeschi SK, Geva A, Cai T, Hong C. Weakly Semi-supervised phenotyping using Electronic Health records. J Biomed Inform. 2022 Oct;134:104175. doi: 10.1016/j.jbi.2022.104175. Epub 2022 Sep 5. PubMed PMID: 36064111; PubMed Central PMCID: PMC10112494.

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Yang Y, Geva A, Madden K, Mehta NM. Implementation Science in Pediatric Critical Care - Sedation and Analgesia Practices as a Case Study. Front Pediatr. 2022;10:864029. doi: 10.3389/fped.2022.864029. eCollection 2022. Review. PubMed PMID: 35859943; PubMed Central PMCID: PMC9289107.

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Cai T, He Z, Hong C, Zhang Y, Ho YL, Honerlaw J, Geva A, Ayakulangara Panickan V, King A, Gagnon DR, Gaziano M, Cho K, Liao K, Cai T. Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review. J Biomed Inform. 2022 Aug;132:104109. doi: 10.1016/j.jbi.2022.104109. Epub 2022 Jun 1. PubMed PMID: 35660521.

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Tella JB, Dao DT, Alexander ME, Geva A, Vitali SH, Zalieckas JM, Mehta NM, McManus ML, Buchmiller TL, Mullen MP. Supraventricular Tachycardia in Infants With Congenital Diaphragmatic Hernia: Prevalence, Associations, and Outcomes. Pediatr Crit Care Med. 2022 Jul 1;23(7):e329-e337. doi: 10.1097/PCC.0000000000002952. Epub 2022 Mar 30. PubMed PMID: 35353075.

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LaRovere KL, De Souza BJ, Szuch E, Urion DK, Vitali SH, Zhang B, Graham RJ, Geva A, Tasker RC. Clinical Characteristics and Outcomes of Children with Acute Catastrophic Brain Injury: A 13-Year Retrospective Cohort Study. Neurocrit Care. 2022 Jun;36(3):715-726. doi: 10.1007/s12028-021-01408-9. Epub 2021 Dec 10. PubMed PMID: 34893971.

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Geva A, Albert BD, Hamilton S, Manning MJ, Barrett MK, Mirchandani D, Harty M, Morgan EC, Kleinman ME, Mehta NM. eSIMPLER: A Dynamic, Electronic Health Record-Integrated Checklist for Clinical Decision Support During PICU Daily Rounds. Pediatr Crit Care Med. 2021 Oct 1;22(10):898-905. doi: 10.1097/PCC.0000000000002733. PubMed PMID: 33935271; PubMed Central PMCID: PMC8490208.

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Yang Y, Akhondi-Asl A, Geva A, Dwyer D, Stickney C, Kleinman ME, Madden K, Sanderson A, Mehta NM. Implementation of an Analgesia-Sedation Protocol Is Associated With Reduction in Midazolam Usage in the PICU. Pediatr Crit Care Med. 2021 Oct 1;22(10):e513-e523. doi: 10.1097/PCC.0000000000002729. PubMed PMID: 33852546; PubMed Central PMCID: PMC8490269.

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Geva A, Patel MM, Newhams MM, Young CC, Son MBF, Kong M, Maddux AB, Hall MW, Riggs BJ, Singh AR, Giuliano JS, Hobbs CV, Loftis LL, McLaughlin GE, Schwartz SP, Schuster JE, Babbitt CJ, Halasa NB, Gertz SJ, Doymaz S, Hume JR, Bradford TT, Irby K, Carroll CL, McGuire JK, Tarquinio KM, Rowan CM, Mack EH, Cvijanovich NZ, Fitzgerald JC, Spinella PC, Staat MA, Clouser KN, Soma VL, Dapul H, Maamari M, Bowens C, Havlin KM, Mourani PM, Heidemann SM, Horwitz SM, Feldstein LR, Tenforde MW, Newburger JW, Mandl KD, Randolph AG. Data-driven clustering identifies features distinguishing multisystem inflammatory syndrome from acute COVID-19 in children and adolescents. EClinicalMedicine. 2021 Oct;40:101112. doi: 10.1016/j.eclinm.2021.101112. Epub 2021 Aug 31. PubMed PMID: 34485878; PubMed Central PMCID: PMC8405351.

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Klann JG, Estiri H, Weber GM, Moal B, Avillach P, Hong C, Tan ALM, Beaulieu-Jones BK, Castro V, Maulhardt T, Geva A, Malovini A, South AM, Visweswaran S, Morris M, Samayamuthu MJ, Omenn GS, Ngiam KY, Mandl KD, Boeker M, Olson KL, Mowery DL, Follett RW, Hanauer DA, Bellazzi R, Moore JH, Loh NW, Bell DS, Wagholikar KB, Chiovato L, Tibollo V, Rieg S, Li ALLJ, Jouhet V, Schriver E, Xia Z, Hutch M, Luo Y, Kohane IS, Brat GA, Murphy SN. Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. J Am Med Inform Assoc. 2021 Jul 14;28(7):1411-1420. doi: 10.1093/jamia/ocab018. PubMed PMID: 33566082; PubMed Central PMCID: PMC7928835.

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Geva A, Liu M, Panickan VA, Avillach P, Cai T, Mandl KD. A high-throughput phenotyping algorithm is portable from adult to pediatric populations. J Am Med Inform Assoc. 2021 Jun 12;28(6):1265-1269. doi: 10.1093/jamia/ocaa343. PubMed PMID: 33594412; PubMed Central PMCID: PMC8661408.

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Deshpande SJ, Vitali S, Thiagarajan R, Brediger S, McManus M, Geva A. Coagulations Studies Do Not Correlate With Each Other or With Hematologic Complications During Pediatric Extracorporeal Membrane Oxygenation. Pediatr Crit Care Med. 2021 Jun 1;22(6):542-552. doi: 10.1097/PCC.0000000000002698. PubMed PMID: 33660700; PubMed Central PMCID: PMC8178186.

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Bourgeois FT, Gutiérrez-Sacristán A, Keller MS, Liu M, Hong C, Bonzel CL, Tan ALM, Aronow BJ, Boeker M, Booth J, Cruz Rojo J, Devkota B, García Barrio N, Gehlenborg N, Geva A, Hanauer DA, Hutch MR, Issitt RW, Klann JG, Luo Y, Mandl KD, Mao C, Moal B, Moshal KL, Murphy SN, Neuraz A, Ngiam KY, Omenn GS, Patel LP, Jiménez MP, Sebire NJ, Balazote PS, Serret-Larmande A, South AM, Spiridou A, Taylor DM, Tippmann P, Visweswaran S, Weber GM, Kohane IS, Cai T, Avillach P. International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries. JAMA Netw Open. 2021 Jun 1;4(6):e2112596. doi: 10.1001/jamanetworkopen.2021.12596. PubMed PMID: 34115127; PubMed Central PMCID: PMC8196345.

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Prince RD, Akhondi-Asl A, Mehta NM, Geva A. A Machine Learning Classifier Improves Mortality Prediction Compared With Pediatric Logistic Organ Dysfunction-2 Score: Model Development and Validation. Crit Care Explor. 2021 May;3(5):e0426. doi: 10.1097/CCE.0000000000000426. eCollection 2021 May. PubMed PMID: 34036277; PubMed Central PMCID: PMC8133049.

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Castiñeira D, Schlosser KR, Geva A, Rahmani AR, Fiore G, Walsh BK, Smallwood CD, Arnold JH, Santillana M. Adding Continuous Vital Sign Information to Static Clinical Data Improves the Prediction of Length of Stay After Intubation: A Data-Driven Machine Learning Approach. Respir Care. 2020 Sep;65(9):1367-1377. doi: 10.4187/respcare.07561. PubMed PMID: 32879034; PubMed Central PMCID: PMC7906608.

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Geva A, Stedman JP, Manzi SF, Lin C, Savova GK, Avillach P, Mandl KD. Adverse drug event presentation and tracking (ADEPT): semiautomated, high throughput pharmacovigilance using real-world data. JAMIA Open. 2020 Oct;3(3):413-421. doi: 10.1093/jamiaopen/ooaa031. eCollection 2020 Oct. PubMed PMID: 33215076; PubMed Central PMCID: PMC7660953.

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Geva A, Abman SH, Manzi SF, Ivy DD, Mullen MP, Griffin J, Lin C, Savova GK, Mandl KD. Adverse drug event rates in pediatric pulmonary hypertension: a comparison of real-world data sources. J Am Med Inform Assoc. 2020 Feb 1;27(2):294-300. doi: 10.1093/jamia/ocz194. PubMed PMID: 31769835; PubMed Central PMCID: PMC7025334.

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Schlosser KR, Fiore GA, Smallwood CD, Griffin JF, Geva A, Santillana M, Arnold JH. Noninvasive Ventilation Is Interrupted Frequently and Mostly Used at Night in the Pediatric Intensive Care Unit. Respir Care. 2020 Mar;65(3):341-346. doi: 10.4187/respcare.06883. Epub 2019 Sep 24. PubMed PMID: 31551282; PubMed Central PMCID: PMC7119185.

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Miller T, Geva A, Dligach D. Extracting Adverse Drug Event Information with Minimal Engineering. Proc Conf. 2019 Jun;2019:22-27. doi: 10.18653/v1/w19-1903. PubMed PMID: 34027520; PubMed Central PMCID: PMC8140592.

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Ning W, Chan S, Beam A, Yu M, Geva A, Liao K, Mullen M, Mandl KD, Kohane I, Cai T, Yu S. Feature extraction for phenotyping from semantic and knowledge resources. J Biomed Inform. 2019 Mar;91:103122. doi: 10.1016/j.jbi.2019.103122. Epub 2019 Feb 7. PubMed PMID: 30738949; PubMed Central PMCID: PMC6424621.

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Geva A, Olson KL, Liu C, Mandl KD. Provider Connectedness to Other Providers Reduces Risk of Readmission After Hospitalization for Heart Failure. Med Care Res Rev. 2019 Feb;76(1):115-128. doi: 10.1177/1077558717718626. Epub 2017 Jul 8. PubMed PMID: 29148301; PubMed Central PMCID: PMC5748352.

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Geva A, Landrigan CP, van der Velden MG, Randolph AG. Simulation of a Novel Schedule for Intensivist Staffing to Improve Continuity of Patient Care and Reduce Physician Burnout. Crit Care Med. 2017 Jul;45(7):1138-1144. doi: 10.1097/CCM.0000000000002319. PubMed PMID: 28362643; PubMed Central PMCID: PMC5474184.

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Geva A, Gronsbell JL, Cai T, Cai T, Murphy SN, Lyons JC, Heinz MM, Natter MD, Patibandla N, Bickel J, Mullen MP, Mandl KD. A Computable Phenotype Improves Cohort Ascertainment in a Pediatric Pulmonary Hypertension Registry. J Pediatr. 2017 Sep;188:224-231.e5. doi: 10.1016/j.jpeds.2017.05.037. Epub 2017 Jun 16. PubMed PMID: 28625502; PubMed Central PMCID: PMC5572538.

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Ong MS, Mullen MP, Austin ED, Szolovits P, Natter MD, Geva A, Cai T, Kong SW, Mandl KD. Learning a Comorbidity-Driven Taxonomy of Pediatric Pulmonary Hypertension. Circ Res. 2017 Aug 4;121(4):341-353. doi: 10.1161/CIRCRESAHA.117.310804. Epub 2017 Jun 13. PubMed PMID: 28611076; PubMed Central PMCID: PMC5559726.

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Geva A, Tasker RC, Randolph AG. Therapeutic Hypothermia in Children. N Engl J Med. 2015 Sep 3;373(10):979. doi: 10.1056/NEJMc1508693. PubMed PMID: 26332559.

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Pickard SS, Geva A, Gauvreau K, del Nido PJ, Geva T. Long-term outcomes and risk factors for aortic regurgitation after discrete subvalvular aortic stenosis resection in children. Heart. 2015 Oct;101(19):1547-53. doi: 10.1136/heartjnl-2015-307460. Epub 2015 Aug 3. PubMed PMID: 26238147.

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Geva A, Wright SB, Baldini LM, Smallcomb JA, Safran C, Gray JE. Spread of methicillin-resistant Staphylococcus aureus in a large tertiary NICU: network analysis. Pediatrics. 2011 Nov;128(5):e1173-80. doi: 10.1542/peds.2010-2562. Epub 2011 Oct 17. PubMed PMID: 22007011; PubMed Central PMCID: PMC3208963.

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Geva A, Gray J. A quantitative analysis of optimal treatment capacity for perinatal asphyxia. Med Decis Making. 2012 Mar-Apr;32(2):266-72. doi: 10.1177/0272989X11421527. Epub 2011 Sep 20. PubMed PMID: 21933991.

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Geva A, Brigger MT. Dexamethasone and tonsillectomy bleeding: a meta-analysis. Otolaryngol Head Neck Surg. 2011 Jun;144(6):838-43. doi: 10.1177/0194599811399538. Epub 2011 Mar 31. Review. PubMed PMID: 21493330.

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Gray JE, Davis DA, Pursley DM, Smallcomb JE, Geva A, Chawla NV. Network analysis of team structure in the neonatal intensive care unit. Pediatrics. 2010 Jun;125(6):e1460-7. doi: 10.1542/peds.2009-2621. Epub 2010 May 10. PubMed PMID: 20457681.

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Gray J, Geva A, Zheng Z, Zupancic JA. CoolSim: using industrial modeling techniques to examine the impact of selective head cooling in a model of perinatal regionalization. Pediatrics. 2008 Jan;121(1):28-36. doi: 10.1542/peds.2007-0633. PubMed PMID: 18166554.

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Geva A, McMahon CJ, Gauvreau K, Mohammed L, del Nido PJ, Geva T. Risk factors for reoperation after repair of discrete subaortic stenosis in children. J Am Coll Cardiol. 2007 Oct 9;50(15):1498-504. doi: 10.1016/j.jacc.2007.07.013. Epub 2007 Sep 24. PubMed PMID: 17919571.